Overview
Brought to you by YData
Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 7341 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 4 |
| Duplicate rows (%) | 0.1% |
| Total size in memory | 975.1 KiB |
| Average record size in memory | 136.0 B |
Variable types
| Categorical | 1 |
|---|---|
| DateTime | 1 |
| Numeric | 15 |
| Dataset has 4 (0.1%) duplicate rows | Duplicates |
Balanca_Comercial is highly overall correlated with Exportacoes | High correlation |
Consumo is highly overall correlated with Gastos_Governo and 5 other fields | High correlation |
Exportacoes is highly overall correlated with Balanca_Comercial and 1 other fields | High correlation |
Gastos_Governo is highly overall correlated with Consumo and 4 other fields | High correlation |
Importacoes is highly overall correlated with Consumo and 1 other fields | High correlation |
Investimento is highly overall correlated with Consumo and 4 other fields | High correlation |
PIB is highly overall correlated with Consumo and 7 other fields | High correlation |
Producao_Industrial is highly overall correlated with Consumo and 4 other fields | High correlation |
Setor_Agricola is highly overall correlated with PIB | High correlation |
Setor_Servicos is highly overall correlated with Consumo and 4 other fields | High correlation |
Pais is uniformly distributed | Uniform |
Reproduction
| Analysis started | 2025-09-22 13:56:36.522340 |
|---|---|
| Analysis finished | 2025-09-22 13:57:12.815830 |
| Duration | 36.29 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
Pais
Categorical
Uniform 
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 57.5 KiB |
| Brasil | 385 |
|---|---|
| Indonésia | 368 |
| EUA | 366 |
| China | 366 |
| Alemanha | 366 |
| Other values (15) |
Length
| Max length | 13 |
|---|---|
| Median length | 11 |
| Mean length | 7.2472415 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Brasil |
|---|---|
| 2nd row | Brasil |
| 3rd row | Brasil |
| 4th row | Brasil |
| 5th row | Brasil |
Common Values
| Value | Count | Frequency (%) |
| Brasil | 385 | 5.2% |
| Indonésia | 368 | 5.0% |
| EUA | 366 | 5.0% |
| China | 366 | 5.0% |
| Alemanha | 366 | 5.0% |
| Japão | 366 | 5.0% |
| Índia | 366 | 5.0% |
| Reino Unido | 366 | 5.0% |
| França | 366 | 5.0% |
| Itália | 366 | 5.0% |
| Other values (10) | 3660 |
Length
| Value | Count | Frequency (%) |
| sul | 732 | 8.0% |
| do | 732 | 8.0% |
| brasil | 385 | 4.2% |
| indonésia | 368 | 4.0% |
| alemanha | 366 | 4.0% |
| china | 366 | 4.0% |
| eua | 366 | 4.0% |
| índia | 366 | 4.0% |
| japão | 366 | 4.0% |
| reino | 366 | 4.0% |
| Other values (13) | 4758 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 7341 | 13.8% |
| i | 5511 | 10.4% |
| n | 4396 | 8.3% |
| o | 3296 | 6.2% |
| r | 2581 | 4.9% |
| s | 2217 | 4.2% |
| l | 2215 | 4.2% |
| d | 2198 | 4.1% |
| 1830 | 3.4% | |
| u | 1830 | 3.4% |
| Other values (29) | 19787 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 53202 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 7341 | 13.8% |
| i | 5511 | 10.4% |
| n | 4396 | 8.3% |
| o | 3296 | 6.2% |
| r | 2581 | 4.9% |
| s | 2217 | 4.2% |
| l | 2215 | 4.2% |
| d | 2198 | 4.1% |
| 1830 | 3.4% | |
| u | 1830 | 3.4% |
| Other values (29) | 19787 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 53202 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 7341 | 13.8% |
| i | 5511 | 10.4% |
| n | 4396 | 8.3% |
| o | 3296 | 6.2% |
| r | 2581 | 4.9% |
| s | 2217 | 4.2% |
| l | 2215 | 4.2% |
| d | 2198 | 4.1% |
| 1830 | 3.4% | |
| u | 1830 | 3.4% |
| Other values (29) | 19787 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 53202 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 7341 | 13.8% |
| i | 5511 | 10.4% |
| n | 4396 | 8.3% |
| o | 3296 | 6.2% |
| r | 2581 | 4.9% |
| s | 2217 | 4.2% |
| l | 2215 | 4.2% |
| d | 2198 | 4.1% |
| 1830 | 3.4% | |
| u | 1830 | 3.4% |
| Other values (29) | 19787 |
Data
Date
| Distinct | 366 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 57.5 KiB |
| Minimum | 2024-01-01 00:00:00 |
|---|---|
| Maximum | 2024-12-31 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
PIB
Real number (ℝ)
High correlation 
| Distinct | 7316 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50061.212 |
| Minimum | 8422.66 |
|---|---|
| Maximum | 85998.12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 8422.66 |
|---|---|
| 5-th percentile | 33315.01 |
| Q1 | 43372.91 |
| median | 50190.11 |
| Q3 | 56875.63 |
| 95-th percentile | 66339.25 |
| Maximum | 85998.12 |
| Range | 77575.46 |
| Interquartile range (IQR) | 13502.72 |
Descriptive statistics
| Standard deviation | 10005.73 |
|---|---|
| Coefficient of variation (CV) | 0.19986991 |
| Kurtosis | -0.039364187 |
| Mean | 50061.212 |
| Median Absolute Deviation (MAD) | 6737.7 |
| Skewness | -0.029875066 |
| Sum | 3.6749935 × 108 |
| Variance | 1.0011463 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 30199.16 | 18 | 0.2% |
| 44700.43 | 3 | < 0.1% |
| 51881.41 | 2 | < 0.1% |
| 57083.18 | 2 | < 0.1% |
| 52428 | 2 | < 0.1% |
| 52832.56 | 2 | < 0.1% |
| 47255.09 | 2 | < 0.1% |
| 52606.77 | 2 | < 0.1% |
| 56811.3 | 1 | < 0.1% |
| 52906.48 | 1 | < 0.1% |
| Other values (7306) | 7306 |
| Value | Count | Frequency (%) |
| 8422.66 | 1 | |
| 10599.92 | 1 | |
| 17833.46 | 1 | |
| 18001.82 | 1 | |
| 18501.67 | 1 | |
| 19134.41 | 1 | |
| 19597.67 | 1 | |
| 19620.39 | 1 | |
| 19643.43 | 1 | |
| 21123.03 | 1 |
| Value | Count | Frequency (%) |
| 85998.12 | 1 | |
| 84647.14 | 1 | |
| 81722.47 | 1 | |
| 81197.94 | 1 | |
| 80919.92 | 1 | |
| 80668.91 | 1 | |
| 80376.82 | 1 | |
| 79281.65 | 1 | |
| 79009.75 | 1 | |
| 78055.82 | 1 |
Consumo
Real number (ℝ)
High correlation 
| Distinct | 7311 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30125.559 |
| Minimum | 4897.24 |
|---|---|
| Maximum | 54187.33 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 4897.24 |
|---|---|
| 5-th percentile | 19326.53 |
| Q1 | 25523.37 |
| median | 29908.79 |
| Q3 | 34649.65 |
| 95-th percentile | 41447.52 |
| Maximum | 54187.33 |
| Range | 49290.09 |
| Interquartile range (IQR) | 9126.28 |
Descriptive statistics
| Standard deviation | 6693.3625 |
|---|---|
| Coefficient of variation (CV) | 0.22218218 |
| Kurtosis | -0.040987349 |
| Mean | 30125.559 |
| Median Absolute Deviation (MAD) | 4541.9 |
| Skewness | 0.15555583 |
| Sum | 2.2115173 × 108 |
| Variance | 44801102 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16960.01 | 18 | 0.2% |
| 30318.9 | 3 | < 0.1% |
| 29867.27 | 2 | < 0.1% |
| 33488.68 | 2 | < 0.1% |
| 31772.86 | 2 | < 0.1% |
| 33504.09 | 2 | < 0.1% |
| 27228.75 | 2 | < 0.1% |
| 32542.98 | 2 | < 0.1% |
| 26749.21 | 2 | < 0.1% |
| 27480.41 | 2 | < 0.1% |
| Other values (7301) | 7304 |
| Value | Count | Frequency (%) |
| 4897.24 | 1 | |
| 6457.91 | 1 | |
| 9267.18 | 1 | |
| 9876.89 | 1 | |
| 10286 | 1 | |
| 10535.73 | 1 | |
| 10574.4 | 1 | |
| 10954.61 | 1 | |
| 11436.93 | 1 | |
| 11455.99 | 1 |
| Value | Count | Frequency (%) |
| 54187.33 | 1 | |
| 54169.29 | 1 | |
| 53387.72 | 1 | |
| 53041.2 | 1 | |
| 52725.6 | 1 | |
| 52446.47 | 1 | |
| 51925.92 | 1 | |
| 51650.34 | 1 | |
| 51511.59 | 1 | |
| 51283.91 | 1 |
Investimento
Real number (ℝ)
High correlation 
| Distinct | 7289 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7496.2606 |
| Minimum | 1087.18 |
|---|---|
| Maximum | 16973.58 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 1087.18 |
|---|---|
| 5-th percentile | 4401.97 |
| Q1 | 5964.35 |
| median | 7304.27 |
| Q3 | 8867 |
| 95-th percentile | 11160.72 |
| Maximum | 16973.58 |
| Range | 15886.4 |
| Interquartile range (IQR) | 2902.65 |
Descriptive statistics
| Standard deviation | 2087.4795 |
|---|---|
| Coefficient of variation (CV) | 0.27846944 |
| Kurtosis | -0.072550078 |
| Mean | 7496.2606 |
| Median Absolute Deviation (MAD) | 1447.53 |
| Skewness | 0.41410804 |
| Sum | 55030049 |
| Variance | 4357570.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4048.93 | 18 | 0.2% |
| 7001.85 | 3 | < 0.1% |
| 5095.46 | 2 | < 0.1% |
| 5997.51 | 2 | < 0.1% |
| 5820.29 | 2 | < 0.1% |
| 8198.26 | 2 | < 0.1% |
| 6630.81 | 2 | < 0.1% |
| 7376.33 | 2 | < 0.1% |
| 7796.94 | 2 | < 0.1% |
| 9360.9 | 2 | < 0.1% |
| Other values (7279) | 7304 |
| Value | Count | Frequency (%) |
| 1087.18 | 1 | |
| 1319.81 | 1 | |
| 2082.56 | 1 | |
| 2177.02 | 1 | |
| 2285.41 | 1 | |
| 2392.21 | 1 | |
| 2447.06 | 1 | |
| 2481.16 | 1 | |
| 2599.06 | 1 | |
| 2602.68 | 1 |
| Value | Count | Frequency (%) |
| 16973.58 | 1 | |
| 14982.67 | 1 | |
| 14840.16 | 1 | |
| 14692.5 | 1 | |
| 14668.62 | 1 | |
| 14648.09 | 1 | |
| 14563.02 | 1 | |
| 14551.33 | 1 | |
| 14516.8 | 1 | |
| 14515.94 | 1 |
Gastos_Governo
Real number (ℝ)
High correlation 
| Distinct | 7285 |
|---|---|
| Distinct (%) | 99.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9991.2824 |
| Minimum | 1430.28 |
|---|---|
| Maximum | 18817.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 1430.28 |
|---|---|
| 5-th percentile | 6200.67 |
| Q1 | 8210.92 |
| median | 9867.22 |
| Q3 | 11621.87 |
| 95-th percentile | 14342.49 |
| Maximum | 18817.3 |
| Range | 17387.02 |
| Interquartile range (IQR) | 3410.95 |
Descriptive statistics
| Standard deviation | 2484.8513 |
|---|---|
| Coefficient of variation (CV) | 0.24870194 |
| Kurtosis | -0.11544567 |
| Mean | 9991.2824 |
| Median Absolute Deviation (MAD) | 1701.91 |
| Skewness | 0.28485503 |
| Sum | 73346004 |
| Variance | 6174485.9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5507.81 | 18 | 0.2% |
| 11058.2 | 3 | < 0.1% |
| 9886.4 | 2 | < 0.1% |
| 8021.19 | 2 | < 0.1% |
| 11475.61 | 2 | < 0.1% |
| 10713.55 | 2 | < 0.1% |
| 7927.72 | 2 | < 0.1% |
| 9320.94 | 2 | < 0.1% |
| 9369.44 | 2 | < 0.1% |
| 8301.78 | 2 | < 0.1% |
| Other values (7275) | 7304 |
| Value | Count | Frequency (%) |
| 1430.28 | 1 | |
| 1595.36 | 1 | |
| 3298.72 | 1 | |
| 3346.93 | 1 | |
| 3463.74 | 1 | |
| 3469.5 | 1 | |
| 3606.84 | 1 | |
| 3615.17 | 1 | |
| 3627.3 | 1 | |
| 3717.87 | 1 |
| Value | Count | Frequency (%) |
| 18817.3 | 1 | |
| 18738.46 | 1 | |
| 18420.1 | 1 | |
| 18273.46 | 1 | |
| 18262.61 | 1 | |
| 18256.52 | 1 | |
| 18161.74 | 1 | |
| 18132.44 | 1 | |
| 18114.04 | 1 | |
| 18056.92 | 1 |
Exportacoes
Real number (ℝ)
High correlation 
| Distinct | 7293 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9987.1584 |
| Minimum | 863.67 |
|---|---|
| Maximum | 22974.34 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 863.67 |
|---|---|
| 5-th percentile | 4947.09 |
| Q1 | 7158.35 |
| median | 9602.04 |
| Q3 | 12495.15 |
| 95-th percentile | 16307.17 |
| Maximum | 22974.34 |
| Range | 22110.67 |
| Interquartile range (IQR) | 5336.8 |
Descriptive statistics
| Standard deviation | 3550.1295 |
|---|---|
| Coefficient of variation (CV) | 0.35546943 |
| Kurtosis | -0.41131349 |
| Mean | 9987.1584 |
| Median Absolute Deviation (MAD) | 2611.5 |
| Skewness | 0.43008654 |
| Sum | 73315730 |
| Variance | 12603420 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5393.09 | 18 | 0.2% |
| 6854.51 | 3 | < 0.1% |
| 8011.87 | 2 | < 0.1% |
| 9846.57 | 2 | < 0.1% |
| 6442.74 | 2 | < 0.1% |
| 13074.13 | 2 | < 0.1% |
| 8562.23 | 2 | < 0.1% |
| 6938.48 | 2 | < 0.1% |
| 5083.17 | 2 | < 0.1% |
| 17813.54 | 2 | < 0.1% |
| Other values (7283) | 7304 |
| Value | Count | Frequency (%) |
| 863.67 | 1 | |
| 1725.91 | 1 | |
| 2429.64 | 1 | |
| 2698.7 | 1 | |
| 2709.58 | 1 | |
| 2765.34 | 1 | |
| 2820.88 | 1 | |
| 2883.52 | 1 | |
| 2916.78 | 1 | |
| 2920.4 | 1 |
| Value | Count | Frequency (%) |
| 22974.34 | 1 | |
| 22741.72 | 1 | |
| 22199.17 | 1 | |
| 22108.28 | 1 | |
| 21916.47 | 1 | |
| 21598.72 | 1 | |
| 21252.46 | 1 | |
| 21172.84 | 1 | |
| 21150.21 | 1 | |
| 20853.07 | 1 |
Importacoes
Real number (ℝ)
High correlation 
| Distinct | 7293 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8731.0558 |
| Minimum | 1270.9 |
|---|---|
| Maximum | 19969.82 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 1270.9 |
|---|---|
| 5-th percentile | 4583.79 |
| Q1 | 6538.26 |
| median | 8485.62 |
| Q3 | 10708.97 |
| 95-th percentile | 13714.02 |
| Maximum | 19969.82 |
| Range | 18698.92 |
| Interquartile range (IQR) | 4170.71 |
Descriptive statistics
| Standard deviation | 2827.2315 |
|---|---|
| Coefficient of variation (CV) | 0.32381324 |
| Kurtosis | -0.27008292 |
| Mean | 8731.0558 |
| Median Absolute Deviation (MAD) | 2060.57 |
| Skewness | 0.40839337 |
| Sum | 64094681 |
| Variance | 7993238.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3359.12 | 18 | 0.2% |
| 5613.33 | 3 | < 0.1% |
| 7622.61 | 3 | < 0.1% |
| 7758.33 | 2 | < 0.1% |
| 8853.72 | 2 | < 0.1% |
| 9573.69 | 2 | < 0.1% |
| 6935.32 | 2 | < 0.1% |
| 8080.6 | 2 | < 0.1% |
| 5316.86 | 2 | < 0.1% |
| 12240.67 | 2 | < 0.1% |
| Other values (7283) | 7303 |
| Value | Count | Frequency (%) |
| 1270.9 | 1 | |
| 1574.65 | 1 | |
| 2201.23 | 1 | |
| 2576.97 | 1 | |
| 2697.64 | 1 | |
| 2740.7 | 1 | |
| 2803.97 | 1 | |
| 2840.84 | 1 | |
| 2884.36 | 1 | |
| 2906.43 | 1 |
| Value | Count | Frequency (%) |
| 19969.82 | 1 | |
| 18976.77 | 1 | |
| 18886.56 | 1 | |
| 18437.28 | 1 | |
| 18383.09 | 1 | |
| 18266.31 | 1 | |
| 18250.92 | 1 | |
| 18241.92 | 1 | |
| 18209.17 | 1 | |
| 17920.09 | 1 |
Inflacao
Real number (ℝ)
| Distinct | 101 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5050865 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 30 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.05 |
| Q1 | 0.26 |
| median | 0.51 |
| Q3 | 0.75 |
| 95-th percentile | 0.95 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.49 |
Descriptive statistics
| Standard deviation | 0.28752625 |
|---|---|
| Coefficient of variation (CV) | 0.5692614 |
| Kurtosis | -1.1894173 |
| Mean | 0.5050865 |
| Median Absolute Deviation (MAD) | 0.25 |
| Skewness | -0.02148474 |
| Sum | 3707.84 |
| Variance | 0.082671345 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.87 | 104 | 1.4% |
| 0.63 | 91 | 1.2% |
| 0.15 | 89 | 1.2% |
| 0.3 | 88 | 1.2% |
| 0.52 | 87 | 1.2% |
| 0.85 | 87 | 1.2% |
| 0.44 | 86 | 1.2% |
| 0.47 | 85 | 1.2% |
| 0.71 | 85 | 1.2% |
| 0.34 | 85 | 1.2% |
| Other values (91) | 6454 |
| Value | Count | Frequency (%) |
| 0 | 30 | 0.4% |
| 0.01 | 77 | |
| 0.02 | 65 | |
| 0.03 | 66 | |
| 0.04 | 68 | |
| 0.05 | 74 | |
| 0.06 | 78 | |
| 0.07 | 72 | |
| 0.08 | 74 | |
| 0.09 | 67 |
| Value | Count | Frequency (%) |
| 1 | 47 | |
| 0.99 | 60 | |
| 0.98 | 76 | |
| 0.97 | 77 | |
| 0.96 | 75 | |
| 0.95 | 77 | |
| 0.94 | 77 | |
| 0.93 | 73 | |
| 0.92 | 53 | |
| 0.91 | 78 |
Desemprego
Real number (ℝ)
| Distinct | 1199 |
|---|---|
| Distinct (%) | 16.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.9988762 |
| Minimum | 3 |
|---|---|
| Maximum | 15 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 3.61 |
| Q1 | 5.93 |
| median | 8.98 |
| Q3 | 12.04 |
| 95-th percentile | 14.43 |
| Maximum | 15 |
| Range | 12 |
| Interquartile range (IQR) | 6.11 |
Descriptive statistics
| Standard deviation | 3.4979157 |
|---|---|
| Coefficient of variation (CV) | 0.38870584 |
| Kurtosis | -1.2244136 |
| Mean | 8.9988762 |
| Median Absolute Deviation (MAD) | 3.06 |
| Skewness | 0.004823673 |
| Sum | 66060.75 |
| Variance | 12.235414 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9.82 | 25 | 0.3% |
| 5.57 | 16 | 0.2% |
| 5.35 | 15 | 0.2% |
| 10.57 | 14 | 0.2% |
| 3.02 | 14 | 0.2% |
| 6.24 | 14 | 0.2% |
| 13.21 | 13 | 0.2% |
| 4.85 | 13 | 0.2% |
| 13.71 | 13 | 0.2% |
| 14.69 | 13 | 0.2% |
| Other values (1189) | 7191 |
| Value | Count | Frequency (%) |
| 3 | 5 | 0.1% |
| 3.01 | 6 | |
| 3.02 | 14 | |
| 3.03 | 11 | |
| 3.04 | 5 | 0.1% |
| 3.05 | 6 | |
| 3.06 | 9 | |
| 3.07 | 5 | 0.1% |
| 3.08 | 6 | |
| 3.09 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 15 | 2 | < 0.1% |
| 14.99 | 6 | |
| 14.98 | 8 | |
| 14.97 | 9 | |
| 14.96 | 4 | 0.1% |
| 14.95 | 11 | |
| 14.94 | 9 | |
| 14.93 | 9 | |
| 14.92 | 5 | |
| 14.91 | 3 | < 0.1% |
Taxa_Juros
Real number (ℝ)
| Distinct | 1001 |
|---|---|
| Distinct (%) | 13.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.9988421 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 4 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.53 |
| Q1 | 2.5 |
| median | 4.97 |
| Q3 | 7.48 |
| 95-th percentile | 9.5 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 4.98 |
Descriptive statistics
| Standard deviation | 2.8903447 |
|---|---|
| Coefficient of variation (CV) | 0.57820283 |
| Kurtosis | -1.2018079 |
| Mean | 4.9988421 |
| Median Absolute Deviation (MAD) | 2.49 |
| Skewness | 0.0095322029 |
| Sum | 36696.5 |
| Variance | 8.3540922 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.62 | 25 | 0.3% |
| 9.84 | 17 | 0.2% |
| 8.62 | 16 | 0.2% |
| 4.13 | 16 | 0.2% |
| 4.4 | 15 | 0.2% |
| 2.56 | 15 | 0.2% |
| 8.95 | 15 | 0.2% |
| 3.66 | 14 | 0.2% |
| 3.48 | 14 | 0.2% |
| 0.95 | 14 | 0.2% |
| Other values (991) | 7180 |
| Value | Count | Frequency (%) |
| 0 | 4 | 0.1% |
| 0.01 | 6 | |
| 0.02 | 6 | |
| 0.03 | 11 | |
| 0.04 | 6 | |
| 0.05 | 9 | |
| 0.06 | 5 | |
| 0.07 | 4 | 0.1% |
| 0.08 | 4 | 0.1% |
| 0.09 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 3 | < 0.1% |
| 9.99 | 10 | |
| 9.98 | 4 | 0.1% |
| 9.97 | 6 | |
| 9.96 | 8 | |
| 9.95 | 11 | |
| 9.94 | 11 | |
| 9.93 | 8 | |
| 9.92 | 6 | |
| 9.91 | 8 |
Divida_Publica
Real number (ℝ)
| Distinct | 7319 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37504.932 |
| Minimum | 8422.6 |
|---|---|
| Maximum | 92356.67 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 8422.6 |
|---|---|
| 5-th percentile | 15763.99 |
| Q1 | 24918.73 |
| median | 35965.27 |
| Q3 | 48630.97 |
| 95-th percentile | 64531.18 |
| Maximum | 92356.67 |
| Range | 83934.07 |
| Interquartile range (IQR) | 23712.24 |
Descriptive statistics
| Standard deviation | 15338.101 |
|---|---|
| Coefficient of variation (CV) | 0.40896224 |
| Kurtosis | -0.5253271 |
| Mean | 37504.932 |
| Median Absolute Deviation (MAD) | 11751.58 |
| Skewness | 0.40630268 |
| Sum | 2.753237 × 108 |
| Variance | 2.3525734 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11264.13 | 18 | 0.2% |
| 17291.85 | 3 | < 0.1% |
| 43677.18 | 2 | < 0.1% |
| 52265.25 | 2 | < 0.1% |
| 21617.25 | 2 | < 0.1% |
| 62426.18 | 1 | < 0.1% |
| 19325.99 | 1 | < 0.1% |
| 29155.69 | 1 | < 0.1% |
| 31050.37 | 1 | < 0.1% |
| 51846.33 | 1 | < 0.1% |
| Other values (7309) | 7309 |
| Value | Count | Frequency (%) |
| 8422.6 | 1 | |
| 8729.44 | 1 | |
| 8756 | 1 | |
| 8957.43 | 1 | |
| 9031.66 | 1 | |
| 9050.97 | 1 | |
| 9280.92 | 1 | |
| 9309.14 | 1 | |
| 9337.78 | 1 | |
| 9430.3 | 1 |
| Value | Count | Frequency (%) |
| 92356.67 | 1 | |
| 92283.17 | 1 | |
| 90435.04 | 1 | |
| 90198.11 | 1 | |
| 88428.69 | 1 | |
| 87781.02 | 1 | |
| 86275.52 | 1 | |
| 85779.81 | 1 | |
| 85759.49 | 1 | |
| 85227.91 | 1 |
Producao_Industrial
Real number (ℝ)
High correlation 
| Distinct | 7299 |
|---|---|
| Distinct (%) | 99.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13784.155 |
| Minimum | 1830.61 |
|---|---|
| Maximum | 29052.28 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 1830.61 |
|---|---|
| 5-th percentile | 8380.94 |
| Q1 | 11253.68 |
| median | 13499.96 |
| Q3 | 16112.52 |
| 95-th percentile | 20074.36 |
| Maximum | 29052.28 |
| Range | 27221.67 |
| Interquartile range (IQR) | 4858.84 |
Descriptive statistics
| Standard deviation | 3554.8799 |
|---|---|
| Coefficient of variation (CV) | 0.2578961 |
| Kurtosis | -0.027515545 |
| Mean | 13784.155 |
| Median Absolute Deviation (MAD) | 2407.46 |
| Skewness | 0.34591178 |
| Sum | 1.0118949 × 108 |
| Variance | 12637171 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6462.05 | 18 | 0.2% |
| 15445.67 | 3 | < 0.1% |
| 15604.35 | 2 | < 0.1% |
| 12782.95 | 2 | < 0.1% |
| 15967.93 | 2 | < 0.1% |
| 13478.37 | 2 | < 0.1% |
| 12395.7 | 2 | < 0.1% |
| 10906.19 | 2 | < 0.1% |
| 13475.5 | 2 | < 0.1% |
| 18844.47 | 2 | < 0.1% |
| Other values (7289) | 7304 |
| Value | Count | Frequency (%) |
| 1830.61 | 1 | |
| 3060.63 | 1 | |
| 3965.76 | 1 | |
| 4191.54 | 1 | |
| 4286.39 | 1 | |
| 4583.71 | 1 | |
| 4905.97 | 1 | |
| 4959.16 | 1 | |
| 5085.73 | 1 | |
| 5091.82 | 1 |
| Value | Count | Frequency (%) |
| 29052.28 | 1 | |
| 27141.24 | 1 | |
| 26210.78 | 1 | |
| 26128.34 | 1 | |
| 25891.44 | 1 | |
| 25530.73 | 1 | |
| 25500.92 | 1 | |
| 25462.26 | 1 | |
| 25425.06 | 1 | |
| 25177.19 | 1 |
Setor_Agricola
Real number (ℝ)
High correlation 
| Distinct | 7283 |
|---|---|
| Distinct (%) | 99.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4973.9071 |
| Minimum | 490.87 |
|---|---|
| Maximum | 11443.89 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 490.87 |
|---|---|
| 5-th percentile | 2460.32 |
| Q1 | 3565.59 |
| median | 4762.76 |
| Q3 | 6201.7 |
| 95-th percentile | 8231.06 |
| Maximum | 11443.89 |
| Range | 10953.02 |
| Interquartile range (IQR) | 2636.11 |
Descriptive statistics
| Standard deviation | 1786.2102 |
|---|---|
| Coefficient of variation (CV) | 0.35911611 |
| Kurtosis | -0.36319812 |
| Mean | 4973.9071 |
| Median Absolute Deviation (MAD) | 1318.99 |
| Skewness | 0.47386752 |
| Sum | 36513452 |
| Variance | 3190546.8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3156.13 | 18 | 0.2% |
| 4729.56 | 3 | < 0.1% |
| 8149.64 | 2 | < 0.1% |
| 5535.46 | 2 | < 0.1% |
| 6200.59 | 2 | < 0.1% |
| 3790.92 | 2 | < 0.1% |
| 4976.22 | 2 | < 0.1% |
| 4601.36 | 2 | < 0.1% |
| 4354.45 | 2 | < 0.1% |
| 7261.59 | 2 | < 0.1% |
| Other values (7273) | 7304 |
| Value | Count | Frequency (%) |
| 490.87 | 1 | |
| 883.28 | 1 | |
| 1165.33 | 1 | |
| 1234.34 | 1 | |
| 1262 | 1 | |
| 1390.16 | 1 | |
| 1443.28 | 1 | |
| 1443.96 | 1 | |
| 1518.04 | 1 | |
| 1518.24 | 1 |
| Value | Count | Frequency (%) |
| 11443.89 | 1 | |
| 11421.98 | 1 | |
| 10981.31 | 1 | |
| 10927.87 | 1 | |
| 10852.83 | 1 | |
| 10770.15 | 1 | |
| 10741.56 | 1 | |
| 10739.59 | 1 | |
| 10687.38 | 1 | |
| 10629.09 | 1 |
Setor_Servicos
Real number (ℝ)
High correlation 
| Distinct | 7311 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25051.142 |
| Minimum | 4695.95 |
|---|---|
| Maximum | 45572.33 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 4695.95 |
|---|---|
| 5-th percentile | 15854.72 |
| Q1 | 21003.51 |
| median | 24776.04 |
| Q3 | 28884.03 |
| 95-th percentile | 35157.82 |
| Maximum | 45572.33 |
| Range | 40876.38 |
| Interquartile range (IQR) | 7880.52 |
Descriptive statistics
| Standard deviation | 5874.4432 |
|---|---|
| Coefficient of variation (CV) | 0.23449802 |
| Kurtosis | -0.019284353 |
| Mean | 25051.142 |
| Median Absolute Deviation (MAD) | 3921.88 |
| Skewness | 0.23577408 |
| Sum | 1.8390043 × 108 |
| Variance | 34509083 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12300.6 | 18 | 0.2% |
| 25486.37 | 3 | < 0.1% |
| 20917.63 | 2 | < 0.1% |
| 25335.95 | 2 | < 0.1% |
| 19926.35 | 2 | < 0.1% |
| 27423.53 | 2 | < 0.1% |
| 23266.76 | 2 | < 0.1% |
| 26534.73 | 2 | < 0.1% |
| 23813.33 | 2 | < 0.1% |
| 20382.54 | 2 | < 0.1% |
| Other values (7301) | 7304 |
| Value | Count | Frequency (%) |
| 4695.95 | 1 | |
| 5423.14 | 1 | |
| 7498.92 | 1 | |
| 7926.03 | 1 | |
| 8972.01 | 1 | |
| 9213.43 | 1 | |
| 9739.9 | 1 | |
| 9860.82 | 1 | |
| 9873.59 | 1 | |
| 9899.5 | 1 |
| Value | Count | Frequency (%) |
| 45572.33 | 1 | |
| 45201 | 1 | |
| 44576.48 | 1 | |
| 44358.4 | 1 | |
| 44052.76 | 1 | |
| 43952.46 | 1 | |
| 43895.46 | 1 | |
| 43853.37 | 1 | |
| 43815.02 | 1 | |
| 43813.31 | 1 |
Balanca_Comercial
Real number (ℝ)
High correlation 
| Distinct | 7298 |
|---|---|
| Distinct (%) | 99.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1256.1026 |
| Minimum | -10739.44 |
|---|---|
| Maximum | 14100.35 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2752 |
| Negative (%) | 37.5% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | -10739.44 |
|---|---|
| 5-th percentile | -4769.05 |
| Q1 | -1291.72 |
| median | 1212.82 |
| Q3 | 3756.54 |
| 95-th percentile | 7432.77 |
| Maximum | 14100.35 |
| Range | 24839.79 |
| Interquartile range (IQR) | 5048.26 |
Descriptive statistics
| Standard deviation | 3684.6422 |
|---|---|
| Coefficient of variation (CV) | 2.9333927 |
| Kurtosis | -0.30513647 |
| Mean | 1256.1026 |
| Median Absolute Deviation (MAD) | 2527.66 |
| Skewness | 0.081731245 |
| Sum | 9221049.1 |
| Variance | 13576588 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2033.97 | 18 | 0.2% |
| 1241.18 | 3 | < 0.1% |
| -684.12 | 2 | < 0.1% |
| -233.69 | 2 | < 0.1% |
| -1291.72 | 2 | < 0.1% |
| 1671.74 | 2 | < 0.1% |
| -397.41 | 2 | < 0.1% |
| 1963.19 | 2 | < 0.1% |
| 644.34 | 2 | < 0.1% |
| 3722.62 | 2 | < 0.1% |
| Other values (7288) | 7304 |
| Value | Count | Frequency (%) |
| -10739.44 | 1 | |
| -10019.95 | 1 | |
| -9612.09 | 1 | |
| -9513.46 | 1 | |
| -9499.63 | 1 | |
| -9096.91 | 1 | |
| -8851.33 | 1 | |
| -8836.08 | 1 | |
| -8807.31 | 1 | |
| -8668.95 | 1 |
| Value | Count | Frequency (%) |
| 14100.35 | 1 | |
| 12493.62 | 1 | |
| 12211.06 | 1 | |
| 12095.09 | 1 | |
| 12080 | 1 | |
| 12012.43 | 1 | |
| 11983.24 | 1 | |
| 11842.74 | 1 | |
| 11715.15 | 1 | |
| 11687.18 | 1 |
Crescimento_PIB
Real number (ℝ)
| Distinct | 301 |
|---|---|
| Distinct (%) | 4.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.50400354 |
| Minimum | -1 |
|---|---|
| Maximum | 2 |
| Zeros | 16 |
| Zeros (%) | 0.2% |
| Negative | 2431 |
| Negative (%) | 33.1% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.84 |
| Q1 | -0.25 |
| median | 0.5 |
| Q3 | 1.24 |
| 95-th percentile | 1.85 |
| Maximum | 2 |
| Range | 3 |
| Interquartile range (IQR) | 1.49 |
Descriptive statistics
| Standard deviation | 0.85860742 |
|---|---|
| Coefficient of variation (CV) | 1.7035742 |
| Kurtosis | -1.1950066 |
| Mean | 0.50400354 |
| Median Absolute Deviation (MAD) | 0.75 |
| Skewness | 0.0027149244 |
| Sum | 3699.89 |
| Variance | 0.73720671 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.17 | 49 | 0.7% |
| 1.41 | 39 | 0.5% |
| -0.25 | 38 | 0.5% |
| -0.58 | 36 | 0.5% |
| 1.31 | 35 | 0.5% |
| -0.39 | 35 | 0.5% |
| 1.71 | 35 | 0.5% |
| -0.29 | 34 | 0.5% |
| 1.06 | 34 | 0.5% |
| 0.08 | 34 | 0.5% |
| Other values (291) | 6972 |
| Value | Count | Frequency (%) |
| -1 | 5 | 0.1% |
| -0.99 | 21 | |
| -0.98 | 22 | |
| -0.97 | 13 | 0.2% |
| -0.96 | 31 | |
| -0.95 | 33 | |
| -0.94 | 27 | |
| -0.93 | 25 | |
| -0.92 | 16 | |
| -0.91 | 22 |
| Value | Count | Frequency (%) |
| 2 | 13 | |
| 1.99 | 17 | |
| 1.98 | 21 | |
| 1.97 | 15 | |
| 1.96 | 19 | |
| 1.95 | 28 | |
| 1.94 | 28 | |
| 1.93 | 24 | |
| 1.92 | 30 | |
| 1.91 | 27 |
Interactions
Correlations
| Balanca_Comercial | Consumo | Crescimento_PIB | Desemprego | Divida_Publica | Exportacoes | Gastos_Governo | Importacoes | Inflacao | Investimento | PIB | Pais | Producao_Industrial | Setor_Agricola | Setor_Servicos | Taxa_Juros | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Balanca_Comercial | 1.000 | 0.054 | 0.017 | 0.015 | 0.033 | 0.698 | 0.051 | -0.422 | 0.014 | 0.043 | 0.071 | 0.000 | 0.068 | 0.040 | 0.068 | 0.015 |
| Consumo | 0.054 | 1.000 | -0.004 | 0.002 | 0.407 | 0.476 | 0.706 | 0.526 | -0.021 | 0.616 | 0.890 | 0.008 | 0.686 | 0.466 | 0.763 | -0.000 |
| Crescimento_PIB | 0.017 | -0.004 | 1.000 | 0.002 | -0.006 | 0.002 | 0.003 | -0.021 | -0.001 | -0.009 | 0.005 | 0.000 | -0.001 | 0.001 | -0.003 | 0.003 |
| Desemprego | 0.015 | 0.002 | 0.002 | 1.000 | -0.000 | 0.012 | -0.009 | -0.005 | -0.007 | 0.003 | -0.002 | 0.020 | 0.017 | 0.019 | -0.007 | -0.004 |
| Divida_Publica | 0.033 | 0.407 | -0.006 | -0.000 | 1.000 | 0.260 | 0.367 | 0.281 | -0.012 | 0.317 | 0.451 | 0.026 | 0.354 | 0.246 | 0.394 | -0.003 |
| Exportacoes | 0.698 | 0.476 | 0.002 | 0.012 | 0.260 | 1.000 | 0.427 | 0.319 | 0.002 | 0.376 | 0.536 | 0.023 | 0.428 | 0.292 | 0.468 | 0.015 |
| Gastos_Governo | 0.051 | 0.706 | 0.003 | -0.009 | 0.367 | 0.427 | 1.000 | 0.472 | -0.017 | 0.555 | 0.789 | 0.000 | 0.620 | 0.416 | 0.678 | -0.005 |
| Importacoes | -0.422 | 0.526 | -0.021 | -0.005 | 0.281 | 0.319 | 0.472 | 1.000 | -0.018 | 0.415 | 0.583 | 0.009 | 0.447 | 0.310 | 0.499 | -0.001 |
| Inflacao | 0.014 | -0.021 | -0.001 | -0.007 | -0.012 | 0.002 | -0.017 | -0.018 | 1.000 | -0.010 | -0.018 | 0.028 | -0.019 | -0.006 | -0.016 | -0.003 |
| Investimento | 0.043 | 0.616 | -0.009 | 0.003 | 0.317 | 0.376 | 0.555 | 0.415 | -0.010 | 1.000 | 0.686 | 0.018 | 0.528 | 0.368 | 0.585 | -0.006 |
| PIB | 0.071 | 0.890 | 0.005 | -0.002 | 0.451 | 0.536 | 0.789 | 0.583 | -0.018 | 0.686 | 1.000 | 0.017 | 0.763 | 0.522 | 0.849 | 0.001 |
| Pais | 0.000 | 0.008 | 0.000 | 0.020 | 0.026 | 0.023 | 0.000 | 0.009 | 0.028 | 0.018 | 0.017 | 1.000 | 0.023 | 0.015 | 0.031 | 0.007 |
| Producao_Industrial | 0.068 | 0.686 | -0.001 | 0.017 | 0.354 | 0.428 | 0.620 | 0.447 | -0.019 | 0.528 | 0.763 | 0.023 | 1.000 | 0.397 | 0.653 | -0.008 |
| Setor_Agricola | 0.040 | 0.466 | 0.001 | 0.019 | 0.246 | 0.292 | 0.416 | 0.310 | -0.006 | 0.368 | 0.522 | 0.015 | 0.397 | 1.000 | 0.444 | -0.004 |
| Setor_Servicos | 0.068 | 0.763 | -0.003 | -0.007 | 0.394 | 0.468 | 0.678 | 0.499 | -0.016 | 0.585 | 0.849 | 0.031 | 0.653 | 0.444 | 1.000 | -0.010 |
| Taxa_Juros | 0.015 | -0.000 | 0.003 | -0.004 | -0.003 | 0.015 | -0.005 | -0.001 | -0.003 | -0.006 | 0.001 | 0.007 | -0.008 | -0.004 | -0.010 | 1.000 |
Missing values
Sample
| Pais | Data | PIB | Consumo | Investimento | Gastos_Governo | Exportacoes | Importacoes | Inflacao | Desemprego | Taxa_Juros | Divida_Publica | Producao_Industrial | Setor_Agricola | Setor_Servicos | Balanca_Comercial | Crescimento_PIB | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Brasil | 01/01/2024 | 30199.16 | 16960.01 | 4048.93 | 5507.81 | 5393.09 | 3359.12 | 0.63 | 9.82 | 4.62 | 11264.13 | 6462.05 | 3156.13 | 12300.6 | 2033.97 | 1.17 |
| 1 | Brasil | 01/01/2024 | 30199.16 | 16960.01 | 4048.93 | 5507.81 | 5393.09 | 3359.12 | 0.63 | 9.82 | 4.62 | 11264.13 | 6462.05 | 3156.13 | 12300.6 | 2033.97 | 1.17 |
| 2 | Brasil | 01/01/2024 | 30199.16 | 16960.01 | 4048.93 | 5507.81 | 5393.09 | 3359.12 | 0.63 | 9.82 | 4.62 | 11264.13 | 6462.05 | 3156.13 | 12300.6 | 2033.97 | 1.17 |
| 3 | Brasil | 01/01/2024 | 30199.16 | 16960.01 | 4048.93 | 5507.81 | 5393.09 | 3359.12 | 0.63 | 9.82 | 4.62 | 11264.13 | 6462.05 | 3156.13 | 12300.6 | 2033.97 | 1.17 |
| 4 | Brasil | 01/01/2024 | 30199.16 | 16960.01 | 4048.93 | 5507.81 | 5393.09 | 3359.12 | 0.63 | 9.82 | 4.62 | 11264.13 | 6462.05 | 3156.13 | 12300.6 | 2033.97 | 1.17 |
| 5 | Brasil | 01/01/2024 | 30199.16 | 16960.01 | 4048.93 | 5507.81 | 5393.09 | 3359.12 | 0.63 | 9.82 | 4.62 | 11264.13 | 6462.05 | 3156.13 | 12300.6 | 2033.97 | 1.17 |
| 6 | Brasil | 01/01/2024 | 30199.16 | 16960.01 | 4048.93 | 5507.81 | 5393.09 | 3359.12 | 0.63 | 9.82 | 4.62 | 11264.13 | 6462.05 | 3156.13 | 12300.6 | 2033.97 | 1.17 |
| 7 | Brasil | 01/01/2024 | 30199.16 | 16960.01 | 4048.93 | 5507.81 | 5393.09 | 3359.12 | 0.63 | 9.82 | 4.62 | 11264.13 | 6462.05 | 3156.13 | 12300.6 | 2033.97 | 1.17 |
| 8 | Brasil | 01/01/2024 | 30199.16 | 16960.01 | 4048.93 | 5507.81 | 5393.09 | 3359.12 | 0.63 | 9.82 | 4.62 | 11264.13 | 6462.05 | 3156.13 | 12300.6 | 2033.97 | 1.17 |
| 9 | Brasil | 01/01/2024 | 30199.16 | 16960.01 | 4048.93 | 5507.81 | 5393.09 | 3359.12 | 0.63 | 9.82 | 4.62 | 11264.13 | 6462.05 | 3156.13 | 12300.6 | 2033.97 | 1.17 |
| Pais | Data | PIB | Consumo | Investimento | Gastos_Governo | Exportacoes | Importacoes | Inflacao | Desemprego | Taxa_Juros | Divida_Publica | Producao_Industrial | Setor_Agricola | Setor_Servicos | Balanca_Comercial | Crescimento_PIB | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7331 | Egito | 22/12/2024 | 47631.18 | 28778.96 | 9267.50 | 8283.07 | 13992.84 | 7086.90 | 0.61 | 5.26 | 9.73 | 33972.63 | 10300.02 | 6597.44 | 23165.57 | 6905.95 | 1.05 |
| 7332 | Egito | 23/12/2024 | 38571.74 | 19810.67 | 7277.10 | 6635.05 | 7032.32 | 4201.60 | 0.95 | 4.52 | 6.16 | 36056.96 | 9458.67 | 4586.50 | 20754.79 | 2830.72 | 0.81 |
| 7333 | Egito | 24/12/2024 | 39950.87 | 24790.06 | 4222.39 | 6703.62 | 10879.03 | 4279.06 | 0.29 | 8.66 | 6.38 | 45391.32 | 13167.46 | 4035.04 | 20449.28 | 6599.97 | 1.23 |
| 7334 | Egito | 25/12/2024 | 47894.16 | 28897.66 | 8352.57 | 11121.62 | 8066.89 | 6024.74 | 0.30 | 7.64 | 9.30 | 17114.78 | 15655.96 | 4934.04 | 20156.74 | 2042.15 | -0.37 |
| 7335 | Egito | 26/12/2024 | 44778.65 | 31146.95 | 4905.15 | 6781.30 | 8211.76 | 4551.51 | 0.10 | 7.59 | 6.09 | 31036.11 | 11256.62 | 5344.62 | 22499.55 | 3660.25 | -0.54 |
| 7336 | Egito | 27/12/2024 | 33317.56 | 19399.75 | 6474.34 | 6832.61 | 5416.33 | 4537.43 | 0.30 | 12.54 | 5.81 | 15595.97 | 7550.88 | 2178.01 | 18611.13 | 878.89 | 1.36 |
| 7337 | Egito | 28/12/2024 | 41022.06 | 27008.04 | 7659.60 | 7147.08 | 6239.87 | 6358.85 | 0.80 | 3.82 | 8.41 | 41755.11 | 10553.73 | 3118.31 | 18726.71 | -118.99 | 1.11 |
| 7338 | Egito | 29/12/2024 | 37722.65 | 23167.07 | 5645.40 | 8499.78 | 6230.14 | 7857.74 | 0.57 | 4.19 | 9.20 | 39090.49 | 8457.50 | 2229.29 | 17242.90 | -1627.60 | -0.88 |
| 7339 | Egito | 30/12/2024 | 52429.99 | 35854.46 | 6576.09 | 8112.08 | 6447.66 | 6126.54 | 0.01 | 4.81 | 2.51 | 43330.99 | 18269.83 | 7208.37 | 23889.51 | 321.12 | 1.79 |
| 7340 | Egito | 31/12/2024 | 53644.98 | 36670.06 | 8651.03 | 11859.67 | 6872.76 | 10535.30 | 0.88 | 7.87 | 4.28 | 16778.89 | 17298.07 | 5918.11 | 30232.94 | -3662.54 | -0.06 |
Duplicate rows
Most frequently occurring
| Pais | Data | PIB | Consumo | Investimento | Gastos_Governo | Exportacoes | Importacoes | Inflacao | Desemprego | Taxa_Juros | Divida_Publica | Producao_Industrial | Setor_Agricola | Setor_Servicos | Balanca_Comercial | Crescimento_PIB | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Brasil | 01/01/2024 | 30199.16 | 16960.01 | 4048.93 | 5507.81 | 5393.09 | 3359.12 | 0.63 | 9.82 | 4.62 | 11264.13 | 6462.05 | 3156.13 | 12300.60 | 2033.97 | 1.17 | 18 |
| 3 | Indonésia | 14/10/2024 | 44700.43 | 30318.90 | 7001.85 | 11058.20 | 6854.51 | 5613.33 | 0.53 | 8.11 | 4.77 | 17291.85 | 15445.67 | 4729.56 | 25486.37 | 1241.18 | 1.05 | 3 |
| 1 | Brasil | 25/01/2024 | 52606.77 | 33504.09 | 5578.41 | 11475.61 | 6938.48 | 7622.61 | 0.74 | 4.96 | 5.32 | 43677.18 | 11818.30 | 4075.88 | 27423.53 | -684.12 | 0.38 | 2 |
| 2 | Brasil | 30/01/2024 | 47255.09 | 27228.75 | 8008.43 | 8925.66 | 5083.17 | 5316.86 | 0.44 | 14.88 | 1.78 | 52265.25 | 15967.93 | 4298.55 | 23266.76 | -233.69 | 0.51 | 2 |